{"id":"W4406506846","doi":"10.1016/j.yort.2013.04.007","title":"10.1016/j.yort.2013.04.007","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Colonization; SPINE (molecular biology); Microbiology; Bioinformatics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006352139,0.0001309401,0.0001942425,0.00007154493,0.00006828533,0.00001822985,0.00006069736,0.00006225122,0.9986736],"category_scores_gemma":[0.0000227672,0.0001160702,0.0001237315,0.0001765039,0.00002387823,0.00004618846,0.00001823645,0.00009460584,0.9954783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004635657,"about_ca_system_score_gemma":0.00004187112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001538393,"about_ca_topic_score_gemma":4.626434e-7,"domain_scores_codex":[0.999185,0.00001635628,0.0001479301,0.0002055729,0.000179619,0.0002655516],"domain_scores_gemma":[0.9993277,0.0000205802,0.00001706747,0.0003021298,0.00005575232,0.0002767517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001782598,0.0002004586,0.00001180024,0.00001998259,0.00006529585,0.00003140956,0.00001041484,0.00001508996,0.00002854994,0.000001381099,0.5480634,0.451374],"study_design_scores_gemma":[0.0005254763,0.0003513705,0.00117844,0.00003293892,0.0001341689,0.00004963575,7.891432e-7,0.0001067407,0.00005783727,0.000005835357,0.9974167,0.0001401202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01279215,0.0001127435,3.520999e-7,0.0008744535,0.000002111726,0.0002588472,0.00001383213,0.0001812508,0.9857643],"genre_scores_gemma":[0.003716712,0.000001309461,0.00003441054,0.0003460964,0.0002866345,0.00002213994,0.00002991957,0.00003100276,0.9955318],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4512338,"threshold_uncertainty_score":0.4733205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004898907889902596,"score_gpt":0.1937807278696252,"score_spread":0.1888818199797226,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}